MITRE ATLAS 2026.09 / technique reference
AML.T0034.000
Excessive Queries
MITRE source definition
Adversaries may send an excessive number of otherwise normal or low-complexity queries to an AI system with the goal of overwhelming its capacity and increasing operating costs.
The attacker can automate high-volume request generation, exploiting rate limits, autoscaling policies, and pay-per-use billing models to drive sustained resource consumption without relying on specially crafted, computationally expensive inputs. This behavior can also lead to increased latency, request queuing, and service degradation or unavailability for legitimate users, as the system struggles to process the inflated traffic.
Source modified 2026-05-27. Reproduced from the pinned ATLAS release; inline technique links resolve to local reference pages.
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This is a technique reference page, not a runnable simulation. No ATLAS-specific telemetry mapping, local attack execution or detector validation is asserted. MITRE maturity describes its source evidence, not a 1200km lab result.
For broader context—not technique-specific control mappings—see AI Security, AI Security Course, and detection-validation methodology.
Provenance and attribution
Immutable MITRE ATLAS source · Import provenance · Attribution and transformation notice · Apache License 2.0
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